Перегляд Факультет інформаційно-аналітичних технологій та менеджменту (ІТМ) за Автор "Ahmad M. Ayaz"
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Результатів на сторінку
- ДокументParametric Model of Gyroscopes(Scholars Academic and Scientific Publisher, 2018) Sotnik, S.; Ahmad M. Ayaz; Belova, N.; Lyashenko, V.The classification of gyroscopes based on the parametric model is considered. It is shown that the proposed parametric model can be used as a basis for developing a mathematical model in the process of creating a module for the automated vibration gyroscopes design, mechanical or optical type. Investigations of the failure probability and the failure-free operation probability for a period of 50 hours to 150 hours and for a period of 200 hours to 400 hours were conducted. Parameters and graphical representation of computational models are given.
- ДокументThe Research of Image Classification Methods Based on the Introducing Cluster Representation Parameters for the Structural Description(Seventh Sense Research Group, 2021) Ahmad M. Ayaz; Gorokhovatskyi, V.; Tvoroshenko, I.; Vlasenko, N.; Mustafa Syed KhalidThe results of the development of high-speed methods for classifying images in computer vision systems using the description as a set of keypoints descriptors are presented. Classification methods based on the system of cluster centers parameters, which are independently constructed for etalon descriptors set, are researched. The competitive voting of the descriptors of object being recognized on a set of etalon centers is proposed. An optimal way of comparing the sets of cluster centers for an object and etalons is applied. Experimental estimation of the efficiency for the two presented classification methods in terms of computation time and classification accuracy based on the results of applied dataset processing are shown. Based on the research, a conclusion about the effectiveness of classification technologies using cluster centers for structural descriptions of images to ensure decision-making in real-time is made.